Discretization

Buckets continuous features by ranges.

Abstract Signature:

Discretization(bin_boundaries: List[float], num_bins: int, epsilon: float = 0.01)

PyTorchKerasTensorFlow

PyTorch

API: torch.bucketize

Strategy: Plugin (discretization_adapter)

Keras

API: keras.layers.Discretization

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.keras.layers.Discretization

Strategy: Direct Mapping

Official Docs ↗